[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
TARGET
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DE_NET_EXPORT
-0.15
DE_NET_IMPORT
0.15
DE_WINDPOW
-0.15
DE_RESIDUAL_LOAD
0.13
FR_WINDPOW
-0.13
DE_GAS
0.10
DE_HYDRO
0.09
DE_WIND
-0.08
FR_HYDRO
0.05
DE_CONSUMPTION
-0.05
FR_WIND
-0.05
ID
-0.05
FR_TEMP
-0.05
DE_COAL
0.05
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.05
MOST FREQUENT VALUES
0.0
10
0.7%
0.0283133812568542
1
<0.1%
0.9576277935887796
1
<0.1%
-0.1780147010568268
1
<0.1%
0.1747702867600408
1
<0.1%
-0.7640553864121279
1
<0.1%
-0.0986142670498717
1
<0.1%
0.101489471559144
1
<0.1%
-0.9500889388296476
1
<0.1%
-0.0143412300984911
1
<0.1%
0.0357572628065449
1
<0.1%
0.030617364570009
1
<0.1%
0.2030099361690079
1
<0.1%
0.3751463372066408
1
<0.1%
-0.6574228761950716
1
<0.1%
SMALLEST VALUES
-6.519268274888724
1
<0.1%
-4.041590368237281
1
<0.1%
-4.030636232302142
1
<0.1%
-3.8293957812592456
1
<0.1%
-3.583935504111203
1
<0.1%
-3.579195661060448
1
<0.1%
-3.5179024077234646
1
<0.1%
-3.3020496114995623
1
<0.1%
-3.0759292908447264
1
<0.1%
-3.003988387705139
1
<0.1%
-2.9184856669445987
1
<0.1%
-2.788407858199928
1
<0.1%
-2.7058728813855484
1
<0.1%
-2.667797653904165
1
<0.1%
-2.5672496956045032
1
<0.1%
LARGEST VALUES
7.786577856046542
1
<0.1%
7.138604025388376
1
<0.1%
6.836019876868637
1
<0.1%
6.681753850368199
1
<0.1%
6.151133366269985
1
<0.1%
6.094297093901249
1
<0.1%
6.009904429692065
1
<0.1%
5.57011518732641
1
<0.1%
5.0164912760257
1
<0.1%
5.015579833097478
1
<0.1%
4.724417783668579
1
<0.1%
4.685478863137233
1
<0.1%
4.632928463994622
1
<0.1%
4.566602512248284
1
<0.1%
4.5283094761371245
1
<0.1%
ID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FR_WIND
0.26
DE_WIND
0.25
DE_NUCLEAR
-0.24
FR_NET_EXPORT
-0.22
FR_NET_IMPORT
0.22
DE_FR_EXCHANGE
0.18
FR_DE_EXCHANGE
-0.18
FR_NUCLEAR
-0.16
FR_HYDRO
-0.12
DE_COAL
0.11
FR_SOLAR
0.11
DE_HYDRO
-0.09
DE_GAS
-0.06
DE_LIGNITE
0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.86
MOST FREQUENT VALUES
1054
1
<0.1%
600
1
<0.1%
1017
1
<0.1%
1440
1
<0.1%
1617
1
<0.1%
517
1
<0.1%
1031
1
<0.1%
1055
1
<0.1%
1931
1
<0.1%
2142
1
<0.1%
888
1
<0.1%
552
1
<0.1%
1665
1
<0.1%
831
1
<0.1%
656
1
<0.1%
SMALLEST VALUES
0
1
<0.1%
2
1
<0.1%
3
1
<0.1%
4
1
<0.1%
5
1
<0.1%
8
1
<0.1%
9
1
<0.1%
10
1
<0.1%
12
1
<0.1%
13
1
<0.1%
14
1
<0.1%
15
1
<0.1%
17
1
<0.1%
18
1
<0.1%
19
1
<0.1%
LARGEST VALUES
2146
1
<0.1%
2145
1
<0.1%
2144
1
<0.1%
2143
1
<0.1%
2142
1
<0.1%
2141
1
<0.1%
2140
1
<0.1%
2139
1
<0.1%
2138
1
<0.1%
2137
1
<0.1%
2135
1
<0.1%
2134
1
<0.1%
2133
1
<0.1%
2131
1
<0.1%
2130
1
<0.1%
DAY_ID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DE_HYDRO
-0.05
DE_GAS
-0.05
GAS_RET
-0.04
DE_NET_EXPORT
0.04
DE_NET_IMPORT
-0.04
DE_RESIDUAL_LOAD
-0.04
DE_SOLAR
-0.03
DE_WINDPOW
0.03
DE_NUCLEAR
0.03
FR_NUCLEAR
0.03
DE_LIGNITE
-0.03
COAL_RET
-0.03
FR_HYDRO
0.03
FR_TEMP
0.02
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.02
MOST FREQUENT VALUES
77
2
0.1%
237
2
0.1%
231
2
0.1%
1001
2
0.1%
1070
2
0.1%
1112
2
0.1%
908
2
0.1%
757
2
0.1%
542
2
0.1%
391
2
0.1%
833
2
0.1%
5
2
0.1%
409
2
0.1%
718
2
0.1%
292
2
0.1%
SMALLEST VALUES
0
1
<0.1%
1
1
<0.1%
2
2
0.1%
3
2
0.1%
5
2
0.1%
7
2
0.1%
8
2
0.1%
11
2
0.1%
12
2
0.1%
14
2
0.1%
15
1
<0.1%
16
2
0.1%
18
1
<0.1%
20
2
0.1%
21
2
0.1%
LARGEST VALUES
1215
1
<0.1%
1213
2
0.1%
1212
2
0.1%
1209
1
<0.1%
1208
2
0.1%
1207
2
0.1%
1205
1
<0.1%
1204
1
<0.1%
1202
2
0.1%
1201
2
0.1%
1200
2
0.1%
1199
2
0.1%
1198
2
0.1%
1196
1
<0.1%
1193
2
0.1%
COUNTRY
MISSING:
---
TOP CATEGORIES
TARGET (avg)
FR
851
57%
0.046
DE
643
43%
0.148
ALL
1,494
100%
0.090
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
COUNTRY
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON COUNTRY:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)